Institute of Data Analysis and Process Design (IDP)
We create value from data
We use advanced data-based methods to create innovative solutions for business and industry. We address real-life challenges with scientific methods and a strong commitment to practicability. We are the leading educator and partner of choice for applied data science and business engineering in Switzerland.
Research Groups
Advanced scientific tools for solutions in the financial industry
Health and Envrionmental Analytics
Health and Environmental Analytics
Analyzing data to derive interpretable results using statistical and machine learning techniques
Maintenance, Mobility, AI & Society
Leverage AI and advanced modeling for innovations in predictive maintenance, mobility solutions, and socially aligned systems
Generating insights, creating value and fostering innovation in business processes and services
Visual Intelligence and Applications
As visual data becomes one of the most abundant and complex sources of information, Visual Intelligence is a key pillar of modern data science — enabling new ways to analyze, model, and communicate through images, video, and immersive environments
For Students
Consulting Services
News
Team IDP
Publikationen
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Schatzmann, Anders; Heitz, Christoph; Münch, Thomas,
2014.
Churn prediction based on text mining and CRM data analysis[paper].
In:
Conference proceedings of the 13th international science-to-business marketing conference on cross organizational value creation.
13th International Science-to-Business Marketing Conference: «Cross Organizational Value Creation», Winterthur, 2-4 June 2014.
Münster:
Fachhochschule Münster.
pp. 296-310.
Available from: https://doi.org/10.21256/zhaw-1889
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Heitz, Christoph; Bütikofer, Stephan; Dettling, Marcel,
2014.
Customers as investment objects : a new perspective on marketing[paper].
In:
Conference proceedings of the 13th international science-to-business marketing conference on cross organizational value creation.
13th International Science-to-Business Marketing Conference: «Cross Organizational Value Creation», Winterthur, 2-4 June 2014.
Münster:
Fachhochschule Münster.
pp. 257-271.
Available from: https://doi.org/10.21256/zhaw-1888
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Breymann, Wolfgang; Stockinger, Kurt,
2014.
Data-driven financial system modeling (DatFisMo).
In:
PWC Swiss Data Week 2014, Zurich, 5-9 May 2014.
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Wieser, Simon; Dettling, Marcel; Riguzzi, Marco; Pletscher, Mark,
2014.
Design of a prospective payment system for inpatient psychiatric care in Switzerland.
In:
International Health Economics Association Congress 2014, Dublin, Ireland, July 2014.
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Ohnmacht, Timo; Lutzenberger, Martin; Schad, Helmut; Frey, Martin; Ruckstuhl, Andreas; Dettling, Marcel; Rößger, Lars; Schade, Jens,
2014.
Einflüsse von Mensch und Gesellschaft auf das Strassenunfallgeschehen : Phase 1.
St.Gallen:
Schweizerischen Vereinigung der Verkehrsingenieure und Verkehrsexperten (SVI).